26 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
4 papers
Machine learning approaches for automatic cleaning of investigative drilling data
Fei Huang, Hongyu Qin, Masoud Manafi +2
Investigative drilling (ID) is an innovative measurement while drilling (MWD) technique that has been implemented in various site investigation projects across Australia. While the…
MBExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings
Ashkan Golgoon, Ryan Franks, Khashayar Filom +1
In many industrial applications, it is common that the graph embeddings generated from training GNNs are used in an ensemble model where the embeddings are combined with other tabu…
On marginal feature attributions of tree-based models
Khashayar Filom, Alexey Miroshnikov, Konstandinos Kotsiopoulos +1
Due to their power and ease of use, tree-based machine learning models, such as random forests and gradient-boosted tree ensembles, have become very popular. To interpret them, loc…
A classical leash for a quantum system: Command of quantum systems via rigidity of CHSH games
Ben W. Reichardt, Falk Unger, Umesh Vazirani
Can a classical system command a general adversarial quantum system to realize arbitrary quantum dynamics? If so, then we could realize the dream of device-independent quantum cryp…